Text Classification on Elec 25k (test)
92.63AccuracyDistilBERT Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| DistilBERT SupervisedTAM=DistilBERT, #Param=66M, Setting=SUPERVISED2022.10 | 92.63 | |
| ProGenTAM=DistilBERT, #Param=66M, Setting=PROGEN2022.10 | 89 | |
| LSTM SupervisedTAM=LSTM, #Param=~7M, Setting=SUPERVISED2022.10 | 86.36 | |
| ZeroGenTAM=DistilBERT, #Param=66M, Setting=ZEROGEN2022.10 | 85.35 | |
| ProGenTAM=LSTM, #Param=~7M, Setting=PROGEN2022.10 | 82.85 | |
| Prompting*TAM=-, #Param=1.5B, Setting=PROMPTING*2022.10 | 78.03 | |
| ZeroGenTAM=LSTM, #Param=~7M, Setting=ZEROGEN2022.10 | 75.84 | |
| PromptingTAM=-, #Param=1.5B, Setting=PROMPTING2022.10 | 72.76 |